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  <div class="headertitle"><div class="title">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt; Class Template Reference<div class="ingroups"><a class="el" href="group__unsupervised__trainer.html">Unsupervised Trainers</a></div></div></div>
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<p>Training of one-class SVMs.  
 <a href="classshark_1_1_one_class_svm_trainer.html#details">More...</a></p>

<p><code>#include &lt;<a class="el" href="_one_class_svm_trainer_8h_source.html">shark/Algorithms/Trainers/OneClassSvmTrainer.h</a>&gt;</code></p>
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  <img id="dynsection-0-trigger" src="closed.png" alt="+"/> Inheritance diagram for shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;:</div>
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<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-types" name="pub-types"></a>
Public Types</h2></td></tr>
<tr class="memitem:ad5a868432a490d466af7221e75ef2c76" id="r_ad5a868432a490d466af7221e75ef2c76"><td class="memItemLeft" align="right" valign="top">typedef CacheType&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#ad5a868432a490d466af7221e75ef2c76">QpFloatType</a></td></tr>
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<tr class="memitem:a352415c5b0237a1158996985350707bb" id="r_a352415c5b0237a1158996985350707bb"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="classshark_1_1_abstract_model.html">AbstractModel</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>, RealVector &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#a352415c5b0237a1158996985350707bb">ModelType</a></td></tr>
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<tr class="memitem:a35e68466fd7701b7a9ee878b2b99df67" id="r_a35e68466fd7701b7a9ee878b2b99df67"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="classshark_1_1_abstract_kernel_function.html">AbstractKernelFunction</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#a35e68466fd7701b7a9ee878b2b99df67">KernelType</a></td></tr>
<tr class="separator:a35e68466fd7701b7a9ee878b2b99df67"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae16f9d42b51a708ab58f7fc190006c15" id="r_ae16f9d42b51a708ab58f7fc190006c15"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="classshark_1_1_kernel_matrix.html">KernelMatrix</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>, <a class="el" href="classshark_1_1_one_class_svm_trainer.html#ad5a868432a490d466af7221e75ef2c76">QpFloatType</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#ae16f9d42b51a708ab58f7fc190006c15">KernelMatrixType</a></td></tr>
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<tr class="memitem:a374fc32f82524451b4e1c20a3177902a" id="r_a374fc32f82524451b4e1c20a3177902a"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="classshark_1_1_cached_matrix.html">CachedMatrix</a>&lt; <a class="el" href="classshark_1_1_one_class_svm_trainer.html#ae16f9d42b51a708ab58f7fc190006c15">KernelMatrixType</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#a374fc32f82524451b4e1c20a3177902a">CachedMatrixType</a></td></tr>
<tr class="separator:a374fc32f82524451b4e1c20a3177902a"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a86883b114a933da1c1ad6799f692da12" id="r_a86883b114a933da1c1ad6799f692da12"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="classshark_1_1_precomputed_matrix.html">PrecomputedMatrix</a>&lt; <a class="el" href="classshark_1_1_one_class_svm_trainer.html#ae16f9d42b51a708ab58f7fc190006c15">KernelMatrixType</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#a86883b114a933da1c1ad6799f692da12">PrecomputedMatrixType</a></td></tr>
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<tr class="inherit_header pub_types_classshark_1_1_abstract_unsupervised_trainer"><td colspan="2" onclick="javascript:toggleInherit('pub_types_classshark_1_1_abstract_unsupervised_trainer')"><img src="closed.png" alt="-"/>&#160;Public Types inherited from <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html">shark::AbstractUnsupervisedTrainer&lt; KernelExpansion&lt; InputType &gt; &gt;</a></td></tr>
<tr class="memitem:a92fa6ed2ab64402cb414e3c19e9edeaf inherit pub_types_classshark_1_1_abstract_unsupervised_trainer" id="r_a92fa6ed2ab64402cb414e3c19e9edeaf"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="classshark_1_1_kernel_expansion.html">KernelExpansion</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a92fa6ed2ab64402cb414e3c19e9edeaf">ModelType</a></td></tr>
<tr class="separator:a92fa6ed2ab64402cb414e3c19e9edeaf inherit pub_types_classshark_1_1_abstract_unsupervised_trainer"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a9c951f84222a7bc22185b6e7b11357dd inherit pub_types_classshark_1_1_abstract_unsupervised_trainer" id="r_a9c951f84222a7bc22185b6e7b11357dd"><td class="memItemLeft" align="right" valign="top">typedef Model::InputType&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a></td></tr>
<tr class="separator:a9c951f84222a7bc22185b6e7b11357dd inherit pub_types_classshark_1_1_abstract_unsupervised_trainer"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a2fcc37e7133ddcadb66ffb9fa335ed1e inherit pub_types_classshark_1_1_abstract_unsupervised_trainer" id="r_a2fcc37e7133ddcadb66ffb9fa335ed1e"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="classshark_1_1_unlabeled_data.html">UnlabeledData</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a2fcc37e7133ddcadb66ffb9fa335ed1e">DatasetType</a></td></tr>
<tr class="separator:a2fcc37e7133ddcadb66ffb9fa335ed1e inherit pub_types_classshark_1_1_abstract_unsupervised_trainer"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="inherit_header pub_types_classshark_1_1_i_parameterizable"><td colspan="2" onclick="javascript:toggleInherit('pub_types_classshark_1_1_i_parameterizable')"><img src="closed.png" alt="-"/>&#160;Public Types inherited from <a class="el" href="classshark_1_1_i_parameterizable.html">shark::IParameterizable&lt; VectorType &gt;</a></td></tr>
<tr class="memitem:a2ad5e2e60b2b352988b41f46024d790b inherit pub_types_classshark_1_1_i_parameterizable" id="r_a2ad5e2e60b2b352988b41f46024d790b"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="_c_svm_linear_8cpp.html#ab106d665148183a2dc94dcf8716c9203">VectorType</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_i_parameterizable.html#a2ad5e2e60b2b352988b41f46024d790b">ParameterVectorType</a></td></tr>
<tr class="separator:a2ad5e2e60b2b352988b41f46024d790b inherit pub_types_classshark_1_1_i_parameterizable"><td class="memSeparator" colspan="2">&#160;</td></tr>
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-methods" name="pub-methods"></a>
Public Member Functions</h2></td></tr>
<tr class="memitem:af71e482c577866841ac8057ca560cff8" id="r_af71e482c577866841ac8057ca560cff8"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#af71e482c577866841ac8057ca560cff8">OneClassSvmTrainer</a> (<a class="el" href="classshark_1_1_one_class_svm_trainer.html#a35e68466fd7701b7a9ee878b2b99df67">KernelType</a> *<a class="el" href="classshark_1_1_one_class_svm_trainer.html#a625e877399147d4cfe308bc6914deaf9">kernel</a>, double <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a0e08094473a5280df27a825ee9b72962">nu</a>)</td></tr>
<tr class="separator:af71e482c577866841ac8057ca560cff8"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a21afb7716397fcc1bb807219576066e8" id="r_a21afb7716397fcc1bb807219576066e8"><td class="memItemLeft" align="right" valign="top">std::string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#a21afb7716397fcc1bb807219576066e8">name</a> () const</td></tr>
<tr class="memdesc:a21afb7716397fcc1bb807219576066e8"><td class="mdescLeft">&#160;</td><td class="mdescRight">From <a class="el" href="classshark_1_1_i_nameable.html" title="This class is an interface for all objects which can have a name.">INameable</a>: return the class name.  <br /></td></tr>
<tr class="separator:a21afb7716397fcc1bb807219576066e8"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a0e08094473a5280df27a825ee9b72962" id="r_a0e08094473a5280df27a825ee9b72962"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#a0e08094473a5280df27a825ee9b72962">nu</a> () const</td></tr>
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<tr class="memitem:a0537206fb1c3074e39ebd0838fb5c293" id="r_a0537206fb1c3074e39ebd0838fb5c293"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#a0537206fb1c3074e39ebd0838fb5c293">setNu</a> (double <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a0e08094473a5280df27a825ee9b72962">nu</a>)</td></tr>
<tr class="separator:a0537206fb1c3074e39ebd0838fb5c293"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a625e877399147d4cfe308bc6914deaf9" id="r_a625e877399147d4cfe308bc6914deaf9"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#a35e68466fd7701b7a9ee878b2b99df67">KernelType</a> *&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#a625e877399147d4cfe308bc6914deaf9">kernel</a> ()</td></tr>
<tr class="separator:a625e877399147d4cfe308bc6914deaf9"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad832b94b6e75c4f2f9c66d6c93f7ef83" id="r_ad832b94b6e75c4f2f9c66d6c93f7ef83"><td class="memItemLeft" align="right" valign="top">const <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a35e68466fd7701b7a9ee878b2b99df67">KernelType</a> *&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#ad832b94b6e75c4f2f9c66d6c93f7ef83">kernel</a> () const</td></tr>
<tr class="separator:ad832b94b6e75c4f2f9c66d6c93f7ef83"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a5686f3f4d8b7abee842c94ec77d66584" id="r_a5686f3f4d8b7abee842c94ec77d66584"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#a5686f3f4d8b7abee842c94ec77d66584">setKernel</a> (<a class="el" href="classshark_1_1_one_class_svm_trainer.html#a35e68466fd7701b7a9ee878b2b99df67">KernelType</a> *<a class="el" href="classshark_1_1_one_class_svm_trainer.html#a625e877399147d4cfe308bc6914deaf9">kernel</a>)</td></tr>
<tr class="separator:a5686f3f4d8b7abee842c94ec77d66584"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aba568782c774e6460d3fc160b01fd94b" id="r_aba568782c774e6460d3fc160b01fd94b"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#aba568782c774e6460d3fc160b01fd94b">CacheSize</a> () const</td></tr>
<tr class="separator:aba568782c774e6460d3fc160b01fd94b"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aee6fb33a69ff5c13c68639c7ed8d2da0" id="r_aee6fb33a69ff5c13c68639c7ed8d2da0"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#aee6fb33a69ff5c13c68639c7ed8d2da0">setCacheSize</a> (std::size_t size)</td></tr>
<tr class="separator:aee6fb33a69ff5c13c68639c7ed8d2da0"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:af0e0e80c71cf974970ecc742b47a2452" id="r_af0e0e80c71cf974970ecc742b47a2452"><td class="memItemLeft" align="right" valign="top">RealVector&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#af0e0e80c71cf974970ecc742b47a2452">parameterVector</a> () const</td></tr>
<tr class="memdesc:af0e0e80c71cf974970ecc742b47a2452"><td class="mdescLeft">&#160;</td><td class="mdescRight">get the hyper-parameter vector  <br /></td></tr>
<tr class="separator:af0e0e80c71cf974970ecc742b47a2452"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aaba8c4daa144b68c57403b50642241c4" id="r_aaba8c4daa144b68c57403b50642241c4"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#aaba8c4daa144b68c57403b50642241c4">setParameterVector</a> (RealVector const &amp;newParameters)</td></tr>
<tr class="memdesc:aaba8c4daa144b68c57403b50642241c4"><td class="mdescLeft">&#160;</td><td class="mdescRight">set the vector of hyper-parameters  <br /></td></tr>
<tr class="separator:aaba8c4daa144b68c57403b50642241c4"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a99bd3b0a42544b45e9ffd2efb353a4cd" id="r_a99bd3b0a42544b45e9ffd2efb353a4cd"><td class="memItemLeft" align="right" valign="top">size_t&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#a99bd3b0a42544b45e9ffd2efb353a4cd">numberOfParameters</a> () const</td></tr>
<tr class="memdesc:a99bd3b0a42544b45e9ffd2efb353a4cd"><td class="mdescLeft">&#160;</td><td class="mdescRight">return the number of hyper-parameters  <br /></td></tr>
<tr class="separator:a99bd3b0a42544b45e9ffd2efb353a4cd"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a89a952d06b2f313359fdde6ba59606e6" id="r_a89a952d06b2f313359fdde6ba59606e6"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#a89a952d06b2f313359fdde6ba59606e6">train</a> (<a class="el" href="classshark_1_1_kernel_expansion.html">KernelExpansion</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> &gt; &amp;svm, <a class="el" href="classshark_1_1_unlabeled_data.html">UnlabeledData</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> &gt; const &amp;inputset)</td></tr>
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<tr class="inherit_header pub_methods_classshark_1_1_abstract_unsupervised_trainer"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classshark_1_1_abstract_unsupervised_trainer')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html">shark::AbstractUnsupervisedTrainer&lt; KernelExpansion&lt; InputType &gt; &gt;</a></td></tr>
<tr class="memitem:a0d63179d733c998593e3966ffdf17e62 inherit pub_methods_classshark_1_1_abstract_unsupervised_trainer" id="r_a0d63179d733c998593e3966ffdf17e62"><td class="memItemLeft" align="right" valign="top">virtual void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a0d63179d733c998593e3966ffdf17e62">train</a> (<a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a92fa6ed2ab64402cb414e3c19e9edeaf">ModelType</a> &amp;model, <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a2fcc37e7133ddcadb66ffb9fa335ed1e">DatasetType</a> const &amp;inputset)=0</td></tr>
<tr class="memdesc:a0d63179d733c998593e3966ffdf17e62 inherit pub_methods_classshark_1_1_abstract_unsupervised_trainer"><td class="mdescLeft">&#160;</td><td class="mdescRight">Core of the Trainer interface.  <br /></td></tr>
<tr class="separator:a0d63179d733c998593e3966ffdf17e62 inherit pub_methods_classshark_1_1_abstract_unsupervised_trainer"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="inherit_header pub_methods_classshark_1_1_i_nameable"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classshark_1_1_i_nameable')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="classshark_1_1_i_nameable.html">shark::INameable</a></td></tr>
<tr class="memitem:a877dbdfc6b58ea836495143cea44a98c inherit pub_methods_classshark_1_1_i_nameable" id="r_a877dbdfc6b58ea836495143cea44a98c"><td class="memItemLeft" align="right" valign="top">virtual&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_i_nameable.html#a877dbdfc6b58ea836495143cea44a98c">~INameable</a> ()</td></tr>
<tr class="separator:a877dbdfc6b58ea836495143cea44a98c inherit pub_methods_classshark_1_1_i_nameable"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="inherit_header pub_methods_classshark_1_1_i_serializable"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classshark_1_1_i_serializable')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="classshark_1_1_i_serializable.html">shark::ISerializable</a></td></tr>
<tr class="memitem:a7baa9ce108d7278822297ce15882782a inherit pub_methods_classshark_1_1_i_serializable" id="r_a7baa9ce108d7278822297ce15882782a"><td class="memItemLeft" align="right" valign="top">virtual&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_i_serializable.html#a7baa9ce108d7278822297ce15882782a">~ISerializable</a> ()</td></tr>
<tr class="memdesc:a7baa9ce108d7278822297ce15882782a inherit pub_methods_classshark_1_1_i_serializable"><td class="mdescLeft">&#160;</td><td class="mdescRight">Virtual d'tor.  <br /></td></tr>
<tr class="separator:a7baa9ce108d7278822297ce15882782a inherit pub_methods_classshark_1_1_i_serializable"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad4ad9a7c274deff642f91e98417fbc63 inherit pub_methods_classshark_1_1_i_serializable" id="r_ad4ad9a7c274deff642f91e98417fbc63"><td class="memItemLeft" align="right" valign="top">virtual void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_i_serializable.html#ad4ad9a7c274deff642f91e98417fbc63">read</a> (<a class="el" href="namespaceshark.html#ada68729491840669e47c8ad42282424f">InArchive</a> &amp;archive)</td></tr>
<tr class="memdesc:ad4ad9a7c274deff642f91e98417fbc63 inherit pub_methods_classshark_1_1_i_serializable"><td class="mdescLeft">&#160;</td><td class="mdescRight">Read the component from the supplied archive.  <br /></td></tr>
<tr class="separator:ad4ad9a7c274deff642f91e98417fbc63 inherit pub_methods_classshark_1_1_i_serializable"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a9bddedd42933c922e323b73131f62f12 inherit pub_methods_classshark_1_1_i_serializable" id="r_a9bddedd42933c922e323b73131f62f12"><td class="memItemLeft" align="right" valign="top">virtual void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_i_serializable.html#a9bddedd42933c922e323b73131f62f12">write</a> (<a class="el" href="namespaceshark.html#af4f8eb8e9618f5236b71bbcb12b8a524">OutArchive</a> &amp;archive) const</td></tr>
<tr class="memdesc:a9bddedd42933c922e323b73131f62f12 inherit pub_methods_classshark_1_1_i_serializable"><td class="mdescLeft">&#160;</td><td class="mdescRight">Write the component to the supplied archive.  <br /></td></tr>
<tr class="separator:a9bddedd42933c922e323b73131f62f12 inherit pub_methods_classshark_1_1_i_serializable"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:abdda0c5b8e065b8afbac2cba8f58e841 inherit pub_methods_classshark_1_1_i_serializable" id="r_abdda0c5b8e065b8afbac2cba8f58e841"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_i_serializable.html#abdda0c5b8e065b8afbac2cba8f58e841">load</a> (<a class="el" href="namespaceshark.html#ada68729491840669e47c8ad42282424f">InArchive</a> &amp;archive, unsigned int version)</td></tr>
<tr class="memdesc:abdda0c5b8e065b8afbac2cba8f58e841 inherit pub_methods_classshark_1_1_i_serializable"><td class="mdescLeft">&#160;</td><td class="mdescRight">Versioned loading of components, calls read(...).  <br /></td></tr>
<tr class="separator:abdda0c5b8e065b8afbac2cba8f58e841 inherit pub_methods_classshark_1_1_i_serializable"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a5bf66fa8db15cc529bec98976a2f5255 inherit pub_methods_classshark_1_1_i_serializable" id="r_a5bf66fa8db15cc529bec98976a2f5255"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_i_serializable.html#a5bf66fa8db15cc529bec98976a2f5255">save</a> (<a class="el" href="namespaceshark.html#af4f8eb8e9618f5236b71bbcb12b8a524">OutArchive</a> &amp;archive, unsigned int version) const</td></tr>
<tr class="memdesc:a5bf66fa8db15cc529bec98976a2f5255 inherit pub_methods_classshark_1_1_i_serializable"><td class="mdescLeft">&#160;</td><td class="mdescRight">Versioned storing of components, calls write(...).  <br /></td></tr>
<tr class="separator:a5bf66fa8db15cc529bec98976a2f5255 inherit pub_methods_classshark_1_1_i_serializable"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a4560a94e8f4908fe8627e41e7d965735 inherit pub_methods_classshark_1_1_i_serializable" id="r_a4560a94e8f4908fe8627e41e7d965735"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_i_serializable.html#a4560a94e8f4908fe8627e41e7d965735">BOOST_SERIALIZATION_SPLIT_MEMBER</a> ()</td></tr>
<tr class="separator:a4560a94e8f4908fe8627e41e7d965735 inherit pub_methods_classshark_1_1_i_serializable"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="inherit_header pub_methods_classshark_1_1_qp_config"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classshark_1_1_qp_config')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="classshark_1_1_qp_config.html">shark::QpConfig</a></td></tr>
<tr class="memitem:afca82d9f41e7ca9dc16f958571143ea4 inherit pub_methods_classshark_1_1_qp_config" id="r_afca82d9f41e7ca9dc16f958571143ea4"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#afca82d9f41e7ca9dc16f958571143ea4">QpConfig</a> (bool precomputedFlag=false, bool sparsifyFlag=true)</td></tr>
<tr class="memdesc:afca82d9f41e7ca9dc16f958571143ea4 inherit pub_methods_classshark_1_1_qp_config"><td class="mdescLeft">&#160;</td><td class="mdescRight">Constructor.  <br /></td></tr>
<tr class="separator:afca82d9f41e7ca9dc16f958571143ea4 inherit pub_methods_classshark_1_1_qp_config"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a66fa342063f4fb0c8686a821dd14370e inherit pub_methods_classshark_1_1_qp_config" id="r_a66fa342063f4fb0c8686a821dd14370e"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structshark_1_1_qp_stopping_condition.html">QpStoppingCondition</a> &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#a66fa342063f4fb0c8686a821dd14370e">stoppingCondition</a> ()</td></tr>
<tr class="memdesc:a66fa342063f4fb0c8686a821dd14370e inherit pub_methods_classshark_1_1_qp_config"><td class="mdescLeft">&#160;</td><td class="mdescRight">Read/write access to the stopping condition.  <br /></td></tr>
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<tr class="memitem:aa26b91d3c5f8907fdf977e3dafedc9a7 inherit pub_methods_classshark_1_1_qp_config" id="r_aa26b91d3c5f8907fdf977e3dafedc9a7"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structshark_1_1_qp_stopping_condition.html">QpStoppingCondition</a> const &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#aa26b91d3c5f8907fdf977e3dafedc9a7">stoppingCondition</a> () const</td></tr>
<tr class="memdesc:aa26b91d3c5f8907fdf977e3dafedc9a7 inherit pub_methods_classshark_1_1_qp_config"><td class="mdescLeft">&#160;</td><td class="mdescRight">Read access to the stopping condition.  <br /></td></tr>
<tr class="separator:aa26b91d3c5f8907fdf977e3dafedc9a7 inherit pub_methods_classshark_1_1_qp_config"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a0ea8552b2732cbfe664b7d0706c46d80 inherit pub_methods_classshark_1_1_qp_config" id="r_a0ea8552b2732cbfe664b7d0706c46d80"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structshark_1_1_qp_solution_properties.html">QpSolutionProperties</a> &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#a0ea8552b2732cbfe664b7d0706c46d80">solutionProperties</a> ()</td></tr>
<tr class="memdesc:a0ea8552b2732cbfe664b7d0706c46d80 inherit pub_methods_classshark_1_1_qp_config"><td class="mdescLeft">&#160;</td><td class="mdescRight">Access to the solution properties.  <br /></td></tr>
<tr class="separator:a0ea8552b2732cbfe664b7d0706c46d80 inherit pub_methods_classshark_1_1_qp_config"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae90c5c93fc02fad6fc07ca6b04fc78cc inherit pub_methods_classshark_1_1_qp_config" id="r_ae90c5c93fc02fad6fc07ca6b04fc78cc"><td class="memItemLeft" align="right" valign="top">bool &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#ae90c5c93fc02fad6fc07ca6b04fc78cc">precomputeKernel</a> ()</td></tr>
<tr class="memdesc:ae90c5c93fc02fad6fc07ca6b04fc78cc inherit pub_methods_classshark_1_1_qp_config"><td class="mdescLeft">&#160;</td><td class="mdescRight">Flag for using a precomputed kernel matrix.  <br /></td></tr>
<tr class="separator:ae90c5c93fc02fad6fc07ca6b04fc78cc inherit pub_methods_classshark_1_1_qp_config"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a0de2262f5cfb80a3b42706a5121a53e5 inherit pub_methods_classshark_1_1_qp_config" id="r_a0de2262f5cfb80a3b42706a5121a53e5"><td class="memItemLeft" align="right" valign="top">bool const &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#a0de2262f5cfb80a3b42706a5121a53e5">precomputeKernel</a> () const</td></tr>
<tr class="memdesc:a0de2262f5cfb80a3b42706a5121a53e5 inherit pub_methods_classshark_1_1_qp_config"><td class="mdescLeft">&#160;</td><td class="mdescRight">Flag for using a precomputed kernel matrix.  <br /></td></tr>
<tr class="separator:a0de2262f5cfb80a3b42706a5121a53e5 inherit pub_methods_classshark_1_1_qp_config"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a32477b55142b80bd9f82f2a2e201f5b9 inherit pub_methods_classshark_1_1_qp_config" id="r_a32477b55142b80bd9f82f2a2e201f5b9"><td class="memItemLeft" align="right" valign="top">bool &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#a32477b55142b80bd9f82f2a2e201f5b9">sparsify</a> ()</td></tr>
<tr class="memdesc:a32477b55142b80bd9f82f2a2e201f5b9 inherit pub_methods_classshark_1_1_qp_config"><td class="mdescLeft">&#160;</td><td class="mdescRight">Flag for sparsifying the model after training.  <br /></td></tr>
<tr class="separator:a32477b55142b80bd9f82f2a2e201f5b9 inherit pub_methods_classshark_1_1_qp_config"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a7af8db760393211a1c1416d3b1f53611 inherit pub_methods_classshark_1_1_qp_config" id="r_a7af8db760393211a1c1416d3b1f53611"><td class="memItemLeft" align="right" valign="top">bool const &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#a7af8db760393211a1c1416d3b1f53611">sparsify</a> () const</td></tr>
<tr class="memdesc:a7af8db760393211a1c1416d3b1f53611 inherit pub_methods_classshark_1_1_qp_config"><td class="mdescLeft">&#160;</td><td class="mdescRight">Flag for sparsifying the model after training.  <br /></td></tr>
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<tr class="memitem:ab538a92231c05e20575f181b06c5689d inherit pub_methods_classshark_1_1_qp_config" id="r_ab538a92231c05e20575f181b06c5689d"><td class="memItemLeft" align="right" valign="top">bool &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#ab538a92231c05e20575f181b06c5689d">shrinking</a> ()</td></tr>
<tr class="memdesc:ab538a92231c05e20575f181b06c5689d inherit pub_methods_classshark_1_1_qp_config"><td class="mdescLeft">&#160;</td><td class="mdescRight">Flag for shrinking in the decomposition solver.  <br /></td></tr>
<tr class="separator:ab538a92231c05e20575f181b06c5689d inherit pub_methods_classshark_1_1_qp_config"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ac60da7ecd51c8eceea655cc60492e4a7 inherit pub_methods_classshark_1_1_qp_config" id="r_ac60da7ecd51c8eceea655cc60492e4a7"><td class="memItemLeft" align="right" valign="top">bool const &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#ac60da7ecd51c8eceea655cc60492e4a7">shrinking</a> () const</td></tr>
<tr class="memdesc:ac60da7ecd51c8eceea655cc60492e4a7 inherit pub_methods_classshark_1_1_qp_config"><td class="mdescLeft">&#160;</td><td class="mdescRight">Flag for shrinking in the decomposition solver.  <br /></td></tr>
<tr class="separator:ac60da7ecd51c8eceea655cc60492e4a7 inherit pub_methods_classshark_1_1_qp_config"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a5a4d6d3ff5c8acbd809108786e973f7a inherit pub_methods_classshark_1_1_qp_config" id="r_a5a4d6d3ff5c8acbd809108786e973f7a"><td class="memItemLeft" align="right" valign="top">bool &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#a5a4d6d3ff5c8acbd809108786e973f7a">s2do</a> ()</td></tr>
<tr class="memdesc:a5a4d6d3ff5c8acbd809108786e973f7a inherit pub_methods_classshark_1_1_qp_config"><td class="mdescLeft">&#160;</td><td class="mdescRight">Flag for S2DO (instead of SMO)  <br /></td></tr>
<tr class="separator:a5a4d6d3ff5c8acbd809108786e973f7a inherit pub_methods_classshark_1_1_qp_config"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a7f20cd2196e1fc785a18cb155eb5ec68 inherit pub_methods_classshark_1_1_qp_config" id="r_a7f20cd2196e1fc785a18cb155eb5ec68"><td class="memItemLeft" align="right" valign="top">bool const &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#a7f20cd2196e1fc785a18cb155eb5ec68">s2do</a> () const</td></tr>
<tr class="memdesc:a7f20cd2196e1fc785a18cb155eb5ec68 inherit pub_methods_classshark_1_1_qp_config"><td class="mdescLeft">&#160;</td><td class="mdescRight">Flag for S2DO (instead of SMO)  <br /></td></tr>
<tr class="separator:a7f20cd2196e1fc785a18cb155eb5ec68 inherit pub_methods_classshark_1_1_qp_config"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a71328214090e442c9fee46103868b0ca inherit pub_methods_classshark_1_1_qp_config" id="r_a71328214090e442c9fee46103868b0ca"><td class="memItemLeft" align="right" valign="top">unsigned int &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#a71328214090e442c9fee46103868b0ca">verbosity</a> ()</td></tr>
<tr class="memdesc:a71328214090e442c9fee46103868b0ca inherit pub_methods_classshark_1_1_qp_config"><td class="mdescLeft">&#160;</td><td class="mdescRight">Verbosity level of the solver.  <br /></td></tr>
<tr class="separator:a71328214090e442c9fee46103868b0ca inherit pub_methods_classshark_1_1_qp_config"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a60f71b218d096838f527c6eb62a75501 inherit pub_methods_classshark_1_1_qp_config" id="r_a60f71b218d096838f527c6eb62a75501"><td class="memItemLeft" align="right" valign="top">unsigned int const &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#a60f71b218d096838f527c6eb62a75501">verbosity</a> () const</td></tr>
<tr class="memdesc:a60f71b218d096838f527c6eb62a75501 inherit pub_methods_classshark_1_1_qp_config"><td class="mdescLeft">&#160;</td><td class="mdescRight">Verbosity level of the solver.  <br /></td></tr>
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<tr class="memitem:a240e6aeb51dee3764a4ee3962e0ff7e0 inherit pub_methods_classshark_1_1_qp_config" id="r_a240e6aeb51dee3764a4ee3962e0ff7e0"><td class="memItemLeft" align="right" valign="top">unsigned long long const &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#a240e6aeb51dee3764a4ee3962e0ff7e0">accessCount</a> () const</td></tr>
<tr class="memdesc:a240e6aeb51dee3764a4ee3962e0ff7e0 inherit pub_methods_classshark_1_1_qp_config"><td class="mdescLeft">&#160;</td><td class="mdescRight">Number of kernel accesses.  <br /></td></tr>
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<tr class="memitem:a435ff9b5dd3337872c2e49d46c95c417 inherit pub_methods_classshark_1_1_qp_config" id="r_a435ff9b5dd3337872c2e49d46c95c417"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#a435ff9b5dd3337872c2e49d46c95c417">setMinAccuracy</a> (double a)</td></tr>
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<tr class="memitem:aa0ebe3d3e7163bb1eb7a5f3a56b95644 inherit pub_methods_classshark_1_1_qp_config" id="r_aa0ebe3d3e7163bb1eb7a5f3a56b95644"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#aa0ebe3d3e7163bb1eb7a5f3a56b95644">setMaxIterations</a> (unsigned long long i)</td></tr>
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<tr class="memitem:ac13ad894e8ac68325c6f7ebb629e644c inherit pub_methods_classshark_1_1_qp_config" id="r_ac13ad894e8ac68325c6f7ebb629e644c"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#ac13ad894e8ac68325c6f7ebb629e644c">setTargetValue</a> (double v)</td></tr>
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<tr class="memitem:a1453635db8f97cec56f4f943e31e7520 inherit pub_methods_classshark_1_1_qp_config" id="r_a1453635db8f97cec56f4f943e31e7520"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#a1453635db8f97cec56f4f943e31e7520">setMaxSeconds</a> (double s)</td></tr>
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<tr class="inherit_header pub_methods_classshark_1_1_i_parameterizable"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classshark_1_1_i_parameterizable')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="classshark_1_1_i_parameterizable.html">shark::IParameterizable&lt; VectorType &gt;</a></td></tr>
<tr class="memitem:a9e3a11172e74d1aa7292f3de4e2b6ebc inherit pub_methods_classshark_1_1_i_parameterizable" id="r_a9e3a11172e74d1aa7292f3de4e2b6ebc"><td class="memItemLeft" align="right" valign="top">virtual&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_i_parameterizable.html#a9e3a11172e74d1aa7292f3de4e2b6ebc">~IParameterizable</a> ()</td></tr>
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</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pro-methods" name="pro-methods"></a>
Protected Member Functions</h2></td></tr>
<tr class="memitem:afee764d431c31a7cdf28306ab5c197f7" id="r_afee764d431c31a7cdf28306ab5c197f7"><td class="memTemplParams" colspan="2">template&lt;class <a class="el" href="_mc_svm_linear_8cpp.html#a88ab98d46276376a56c2a396842cd58e">MatrixType</a> &gt; </td></tr>
<tr class="memitem:afee764d431c31a7cdf28306ab5c197f7"><td class="memTemplItemLeft" align="right" valign="top">void&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#afee764d431c31a7cdf28306ab5c197f7">trainSVM</a> (<a class="el" href="classshark_1_1_kernel_expansion.html">KernelExpansion</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> &gt; &amp;svm, <a class="el" href="classshark_1_1_unlabeled_data.html">UnlabeledData</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> &gt; const &amp;inputset)</td></tr>
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Protected Attributes</h2></td></tr>
<tr class="memitem:a616102f49721e5f257875eb6d26e4fcc" id="r_a616102f49721e5f257875eb6d26e4fcc"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#a35e68466fd7701b7a9ee878b2b99df67">KernelType</a> *&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#a616102f49721e5f257875eb6d26e4fcc">m_kernel</a></td></tr>
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<tr class="memitem:accea5fb3db14bf84c92c81f6191c00ef" id="r_accea5fb3db14bf84c92c81f6191c00ef"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#accea5fb3db14bf84c92c81f6191c00ef">m_nu</a></td></tr>
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<tr class="memitem:a850191fb0efea7bb2af4fdc3a06e70a4" id="r_a850191fb0efea7bb2af4fdc3a06e70a4"><td class="memItemLeft" align="right" valign="top">std::size_t&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#a850191fb0efea7bb2af4fdc3a06e70a4">m_cacheSize</a></td></tr>
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<tr class="inherit_header pro_attribs_classshark_1_1_qp_config"><td colspan="2" onclick="javascript:toggleInherit('pro_attribs_classshark_1_1_qp_config')"><img src="closed.png" alt="-"/>&#160;Protected Attributes inherited from <a class="el" href="classshark_1_1_qp_config.html">shark::QpConfig</a></td></tr>
<tr class="memitem:a5032921be220d76232e7db3db3ef5225 inherit pro_attribs_classshark_1_1_qp_config" id="r_a5032921be220d76232e7db3db3ef5225"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structshark_1_1_qp_stopping_condition.html">QpStoppingCondition</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#a5032921be220d76232e7db3db3ef5225">m_stoppingcondition</a></td></tr>
<tr class="memdesc:a5032921be220d76232e7db3db3ef5225 inherit pro_attribs_classshark_1_1_qp_config"><td class="mdescLeft">&#160;</td><td class="mdescRight">conditions for when to stop the QP solver  <br /></td></tr>
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<tr class="memitem:a994efb841504c52e509d0bac04f41fb2 inherit pro_attribs_classshark_1_1_qp_config" id="r_a994efb841504c52e509d0bac04f41fb2"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structshark_1_1_qp_solution_properties.html">QpSolutionProperties</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#a994efb841504c52e509d0bac04f41fb2">m_solutionproperties</a></td></tr>
<tr class="memdesc:a994efb841504c52e509d0bac04f41fb2 inherit pro_attribs_classshark_1_1_qp_config"><td class="mdescLeft">&#160;</td><td class="mdescRight">properties of the approximate solution found by the solver  <br /></td></tr>
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<tr class="memitem:a5d65189eed8ced4b3cadb2392cf2b46c inherit pro_attribs_classshark_1_1_qp_config" id="r_a5d65189eed8ced4b3cadb2392cf2b46c"><td class="memItemLeft" align="right" valign="top">bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#a5d65189eed8ced4b3cadb2392cf2b46c">m_precomputedKernelMatrix</a></td></tr>
<tr class="memdesc:a5d65189eed8ced4b3cadb2392cf2b46c inherit pro_attribs_classshark_1_1_qp_config"><td class="mdescLeft">&#160;</td><td class="mdescRight">should the solver use a precomputed kernel matrix?  <br /></td></tr>
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<tr class="memitem:a3288e99aefde9b1d7e30992d5feb582e inherit pro_attribs_classshark_1_1_qp_config" id="r_a3288e99aefde9b1d7e30992d5feb582e"><td class="memItemLeft" align="right" valign="top">bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#a3288e99aefde9b1d7e30992d5feb582e">m_sparsify</a></td></tr>
<tr class="memdesc:a3288e99aefde9b1d7e30992d5feb582e inherit pro_attribs_classshark_1_1_qp_config"><td class="mdescLeft">&#160;</td><td class="mdescRight">should the trainer sparsify the model after training?  <br /></td></tr>
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<tr class="memitem:ac7bd118550c2bfa50f9497182b4b086d inherit pro_attribs_classshark_1_1_qp_config" id="r_ac7bd118550c2bfa50f9497182b4b086d"><td class="memItemLeft" align="right" valign="top">bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#ac7bd118550c2bfa50f9497182b4b086d">m_shrinking</a></td></tr>
<tr class="memdesc:ac7bd118550c2bfa50f9497182b4b086d inherit pro_attribs_classshark_1_1_qp_config"><td class="mdescLeft">&#160;</td><td class="mdescRight">should shrinking be used?  <br /></td></tr>
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<tr class="memitem:a82049a531c2f9621c737c8fe51d53739 inherit pro_attribs_classshark_1_1_qp_config" id="r_a82049a531c2f9621c737c8fe51d53739"><td class="memItemLeft" align="right" valign="top">bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#a82049a531c2f9621c737c8fe51d53739">m_s2do</a></td></tr>
<tr class="memdesc:a82049a531c2f9621c737c8fe51d53739 inherit pro_attribs_classshark_1_1_qp_config"><td class="mdescLeft">&#160;</td><td class="mdescRight">should S2DO be used instead of SMO?  <br /></td></tr>
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<tr class="memitem:ad6f54a3b58cd6a2e1774d5decf8fcc79 inherit pro_attribs_classshark_1_1_qp_config" id="r_ad6f54a3b58cd6a2e1774d5decf8fcc79"><td class="memItemLeft" align="right" valign="top">unsigned int&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#ad6f54a3b58cd6a2e1774d5decf8fcc79">m_verbosity</a></td></tr>
<tr class="memdesc:ad6f54a3b58cd6a2e1774d5decf8fcc79 inherit pro_attribs_classshark_1_1_qp_config"><td class="mdescLeft">&#160;</td><td class="mdescRight">verbosity level (currently unused)  <br /></td></tr>
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<tr class="memitem:a073a19a266651c9a689f433b93ea4e3f inherit pro_attribs_classshark_1_1_qp_config" id="r_a073a19a266651c9a689f433b93ea4e3f"><td class="memItemLeft" align="right" valign="top">unsigned long long&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_qp_config.html#a073a19a266651c9a689f433b93ea4e3f">m_accessCount</a></td></tr>
<tr class="memdesc:a073a19a266651c9a689f433b93ea4e3f inherit pro_attribs_classshark_1_1_qp_config"><td class="mdescLeft">&#160;</td><td class="mdescRight">kernel access count  <br /></td></tr>
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</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><div class="compoundTemplParams">template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>, class CacheType = float&gt;<br />
class shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;</div><p>Training of one-class SVMs. </p>
<p>The one-class support vector machine is an unsupervised method for learning the high probability region of a distribution. Given are data points \( x_i, i \in \{1, \dots, m\} \), a kernel function k(x, x') and a regularization constant C &gt; 0. Let H denote the kernel induced reproducing kernel Hilbert space of k, and let \( \phi \) denote the corresponding feature map. Then an estimate of a high probability region of the distribution generating the sample points is described by the set where the following function takes positive values:  </p><p class="formulaDsp">
\[
    f(x) = \langle w, \phi(x) \rangle + b
\]
</p>
<p> with coefficients w and b given by the (primal) optimization problem  </p><p class="formulaDsp">
\[
    \min \frac{1}{2} \|w\|^2 + \frac{1}{\nu m} \sum_{i=1}^m \xi_i - \rho
\]
</p>
  <p class="formulaDsp">
\[
    \text{s.t. } \langle w, \phi(x_i) \rangle + b \geq \rho - \xi_i; \xi_i \geq 0
\]
</p>
<p> \( 0 \leq \nu, \rho \leq 1 \) are parameters of the method for controlling the smoothness of the solution and the amount of probability mass covered.</p>
<p>For more details refer to the paper:<br  />
 </p>
<p>Estimating the support of a high-dimensional distribution. B. Sch&ouml;lkopf, J. C. Platt, J. Shawe-Taylor, A. Smola, and R. C. Williamson, 1999.</p>

<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00085">85</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>
</div><h2 class="groupheader">Member Typedef Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#a374fc32f82524451b4e1c20a3177902a">&#9670;&#160;</a></span>CachedMatrixType</h2>

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template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> , class CacheType  = float&gt; </div>
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          <td class="memname">typedef <a class="el" href="classshark_1_1_cached_matrix.html">CachedMatrix</a>&lt; <a class="el" href="classshark_1_1_one_class_svm_trainer.html#ae16f9d42b51a708ab58f7fc190006c15">KernelMatrixType</a> &gt; <a class="el" href="classshark_1_1_one_class_svm_trainer.html">shark::OneClassSvmTrainer</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>, CacheType &gt;::CachedMatrixType</td>
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<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00095">95</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#ae16f9d42b51a708ab58f7fc190006c15">&#9670;&#160;</a></span>KernelMatrixType</h2>

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template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> , class CacheType  = float&gt; </div>
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          <td class="memname">typedef <a class="el" href="classshark_1_1_kernel_matrix.html">KernelMatrix</a>&lt;<a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>, <a class="el" href="classshark_1_1_one_class_svm_trainer.html#ad5a868432a490d466af7221e75ef2c76">QpFloatType</a>&gt; <a class="el" href="classshark_1_1_one_class_svm_trainer.html">shark::OneClassSvmTrainer</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>, CacheType &gt;::KernelMatrixType</td>
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<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00094">94</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a35e68466fd7701b7a9ee878b2b99df67">&#9670;&#160;</a></span>KernelType</h2>

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template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> , class CacheType  = float&gt; </div>
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          <td class="memname">typedef <a class="el" href="classshark_1_1_abstract_kernel_function.html">AbstractKernelFunction</a>&lt;<a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>&gt; <a class="el" href="classshark_1_1_one_class_svm_trainer.html">shark::OneClassSvmTrainer</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>, CacheType &gt;::KernelType</td>
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<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00091">91</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a352415c5b0237a1158996985350707bb">&#9670;&#160;</a></span>ModelType</h2>

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template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> , class CacheType  = float&gt; </div>
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          <td class="memname">typedef <a class="el" href="classshark_1_1_abstract_model.html">AbstractModel</a>&lt;<a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>, RealVector&gt; <a class="el" href="classshark_1_1_one_class_svm_trainer.html">shark::OneClassSvmTrainer</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>, CacheType &gt;::ModelType</td>
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<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00090">90</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a86883b114a933da1c1ad6799f692da12">&#9670;&#160;</a></span>PrecomputedMatrixType</h2>

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template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> , class CacheType  = float&gt; </div>
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          <td class="memname">typedef <a class="el" href="classshark_1_1_precomputed_matrix.html">PrecomputedMatrix</a>&lt; <a class="el" href="classshark_1_1_one_class_svm_trainer.html#ae16f9d42b51a708ab58f7fc190006c15">KernelMatrixType</a> &gt; <a class="el" href="classshark_1_1_one_class_svm_trainer.html">shark::OneClassSvmTrainer</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>, CacheType &gt;::PrecomputedMatrixType</td>
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<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00096">96</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#ad5a868432a490d466af7221e75ef2c76">&#9670;&#160;</a></span>QpFloatType</h2>

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template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> , class CacheType  = float&gt; </div>
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          <td class="memname">typedef CacheType <a class="el" href="classshark_1_1_one_class_svm_trainer.html">shark::OneClassSvmTrainer</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>, CacheType &gt;::QpFloatType</td>
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<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00089">89</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>

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<h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#af71e482c577866841ac8057ca560cff8">&#9670;&#160;</a></span>OneClassSvmTrainer()</h2>

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template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> , class CacheType  = float&gt; </div>
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          <td class="memname"><a class="el" href="classshark_1_1_one_class_svm_trainer.html">shark::OneClassSvmTrainer</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>, CacheType &gt;::OneClassSvmTrainer </td>
          <td>(</td>
          <td class="paramtype"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#a35e68466fd7701b7a9ee878b2b99df67">KernelType</a> *&#160;</td>
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<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00098">98</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>

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<h2 class="groupheader">Member Function Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#aba568782c774e6460d3fc160b01fd94b">&#9670;&#160;</a></span>CacheSize()</h2>

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template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> , class CacheType  = float&gt; </div>
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          <td class="memname">double <a class="el" href="classshark_1_1_one_class_svm_trainer.html">shark::OneClassSvmTrainer</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>, CacheType &gt;::CacheSize </td>
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<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00119">119</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a850191fb0efea7bb2af4fdc3a06e70a4">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::m_cacheSize</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a625e877399147d4cfe308bc6914deaf9">&#9670;&#160;</a></span>kernel() <span class="overload">[1/2]</span></h2>

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template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> , class CacheType  = float&gt; </div>
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          <td class="memname"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#a35e68466fd7701b7a9ee878b2b99df67">KernelType</a> * <a class="el" href="classshark_1_1_one_class_svm_trainer.html">shark::OneClassSvmTrainer</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>, CacheType &gt;::kernel </td>
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<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00112">112</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a616102f49721e5f257875eb6d26e4fcc">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::m_kernel</a>.</p>

<p class="reference">Referenced by <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a5686f3f4d8b7abee842c94ec77d66584">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::setKernel()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#ad832b94b6e75c4f2f9c66d6c93f7ef83">&#9670;&#160;</a></span>kernel() <span class="overload">[2/2]</span></h2>

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template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> , class CacheType  = float&gt; </div>
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          <td class="memname">const <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a35e68466fd7701b7a9ee878b2b99df67">KernelType</a> * <a class="el" href="classshark_1_1_one_class_svm_trainer.html">shark::OneClassSvmTrainer</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>, CacheType &gt;::kernel </td>
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<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00114">114</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a616102f49721e5f257875eb6d26e4fcc">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::m_kernel</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a21afb7716397fcc1bb807219576066e8">&#9670;&#160;</a></span>name()</h2>

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template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> , class CacheType  = float&gt; </div>
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<p>From <a class="el" href="classshark_1_1_i_nameable.html" title="This class is an interface for all objects which can have a name.">INameable</a>: return the class name. </p>

<p>Reimplemented from <a class="el" href="classshark_1_1_i_nameable.html#a9893f99314de30cd472e649c235d0db4">shark::INameable</a>.</p>

<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00105">105</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a0e08094473a5280df27a825ee9b72962">&#9670;&#160;</a></span>nu()</h2>

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template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> , class CacheType  = float&gt; </div>
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<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00108">108</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_one_class_svm_trainer.html#accea5fb3db14bf84c92c81f6191c00ef">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::m_nu</a>.</p>

<p class="reference">Referenced by <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a0537206fb1c3074e39ebd0838fb5c293">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::setNu()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a99bd3b0a42544b45e9ffd2efb353a4cd">&#9670;&#160;</a></span>numberOfParameters()</h2>

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template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> , class CacheType  = float&gt; </div>
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<p>return the number of hyper-parameters </p>

<p>Reimplemented from <a class="el" href="classshark_1_1_i_parameterizable.html#aed1e8d1d4dbde387e2f6a25141ed3a20">shark::IParameterizable&lt; VectorType &gt;</a>.</p>

<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00142">142</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a616102f49721e5f257875eb6d26e4fcc">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::m_kernel</a>, and <a class="el" href="classshark_1_1_i_parameterizable.html#aed1e8d1d4dbde387e2f6a25141ed3a20">shark::IParameterizable&lt; VectorType &gt;::numberOfParameters()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#af0e0e80c71cf974970ecc742b47a2452">&#9670;&#160;</a></span>parameterVector()</h2>

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template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> , class CacheType  = float&gt; </div>
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<p>get the hyper-parameter vector </p>

<p>Reimplemented from <a class="el" href="classshark_1_1_i_parameterizable.html#afaa2ba692ab64a0edbff60d7ee6794db">shark::IParameterizable&lt; VectorType &gt;</a>.</p>

<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00125">125</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a616102f49721e5f257875eb6d26e4fcc">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::m_kernel</a>, <a class="el" href="classshark_1_1_one_class_svm_trainer.html#accea5fb3db14bf84c92c81f6191c00ef">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::m_nu</a>, <a class="el" href="classshark_1_1_i_parameterizable.html#aed1e8d1d4dbde387e2f6a25141ed3a20">shark::IParameterizable&lt; VectorType &gt;::numberOfParameters()</a>, and <a class="el" href="classshark_1_1_i_parameterizable.html#afaa2ba692ab64a0edbff60d7ee6794db">shark::IParameterizable&lt; VectorType &gt;::parameterVector()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#aee6fb33a69ff5c13c68639c7ed8d2da0">&#9670;&#160;</a></span>setCacheSize()</h2>

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template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> , class CacheType  = float&gt; </div>
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<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00121">121</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a850191fb0efea7bb2af4fdc3a06e70a4">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::m_cacheSize</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a5686f3f4d8b7abee842c94ec77d66584">&#9670;&#160;</a></span>setKernel()</h2>

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template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> , class CacheType  = float&gt; </div>
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          <td class="memname">void <a class="el" href="classshark_1_1_one_class_svm_trainer.html">shark::OneClassSvmTrainer</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>, CacheType &gt;::setKernel </td>
          <td>(</td>
          <td class="paramtype"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#a35e68466fd7701b7a9ee878b2b99df67">KernelType</a> *&#160;</td>
          <td class="paramname"><em>kernel</em></td><td>)</td>
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<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00116">116</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a625e877399147d4cfe308bc6914deaf9">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::kernel()</a>, and <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a616102f49721e5f257875eb6d26e4fcc">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::m_kernel</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a0537206fb1c3074e39ebd0838fb5c293">&#9670;&#160;</a></span>setNu()</h2>

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template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> , class CacheType  = float&gt; </div>
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          <td class="memname">void <a class="el" href="classshark_1_1_one_class_svm_trainer.html">shark::OneClassSvmTrainer</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>, CacheType &gt;::setNu </td>
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<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00110">110</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_one_class_svm_trainer.html#accea5fb3db14bf84c92c81f6191c00ef">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::m_nu</a>, and <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a0e08094473a5280df27a825ee9b72962">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::nu()</a>.</p>

<p class="reference">Referenced by <a class="el" href="classshark_1_1_one_class_svm_trainer.html#aaba8c4daa144b68c57403b50642241c4">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::setParameterVector()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#aaba8c4daa144b68c57403b50642241c4">&#9670;&#160;</a></span>setParameterVector()</h2>

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template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> , class CacheType  = float&gt; </div>
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          <td class="memname">void <a class="el" href="classshark_1_1_one_class_svm_trainer.html">shark::OneClassSvmTrainer</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>, CacheType &gt;::setParameterVector </td>
          <td>(</td>
          <td class="paramtype">RealVector const &amp;&#160;</td>
          <td class="paramname"><em>newParameters</em></td><td>)</td>
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<p>set the vector of hyper-parameters </p>

<p>Reimplemented from <a class="el" href="classshark_1_1_i_parameterizable.html#ad5e35d1a10ff36fa72ea787baa40e9ad">shark::IParameterizable&lt; VectorType &gt;</a>.</p>

<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00134">134</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a616102f49721e5f257875eb6d26e4fcc">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::m_kernel</a>, <a class="el" href="classshark_1_1_i_parameterizable.html#aed1e8d1d4dbde387e2f6a25141ed3a20">shark::IParameterizable&lt; VectorType &gt;::numberOfParameters()</a>, <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a0537206fb1c3074e39ebd0838fb5c293">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::setNu()</a>, <a class="el" href="classshark_1_1_i_parameterizable.html#ad5e35d1a10ff36fa72ea787baa40e9ad">shark::IParameterizable&lt; VectorType &gt;::setParameterVector()</a>, and <a class="el" href="_exception_8h.html#a73abb5049a0168d72a48e72dda41708b">SHARK_ASSERT</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a89a952d06b2f313359fdde6ba59606e6">&#9670;&#160;</a></span>train()</h2>

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template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> , class CacheType  = float&gt; </div>
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          <td class="memname">void <a class="el" href="classshark_1_1_one_class_svm_trainer.html">shark::OneClassSvmTrainer</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>, CacheType &gt;::train </td>
          <td>(</td>
          <td class="paramtype"><a class="el" href="classshark_1_1_kernel_expansion.html">KernelExpansion</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> &gt; &amp;&#160;</td>
          <td class="paramname"><em>svm</em>, </td>
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          <td class="paramtype"><a class="el" href="classshark_1_1_unlabeled_data.html">UnlabeledData</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> &gt; const &amp;&#160;</td>
          <td class="paramname"><em>inputset</em>&#160;</td>
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<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00145">145</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a616102f49721e5f257875eb6d26e4fcc">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::m_kernel</a>, <a class="el" href="classshark_1_1_one_class_svm_trainer.html#accea5fb3db14bf84c92c81f6191c00ef">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::m_nu</a>, <a class="el" href="classshark_1_1_qp_config.html#ae90c5c93fc02fad6fc07ca6b04fc78cc">shark::QpConfig::precomputeKernel()</a>, <a class="el" href="classshark_1_1_kernel_expansion.html#a38c97766f52bf00e5b0120c46c15f37f">shark::KernelExpansion&lt; InputType &gt;::setStructure()</a>, <a class="el" href="_exception_8h.html#adce1f80097c69010f5eab2618fa2e971">SHARK_RUNTIME_CHECK</a>, <a class="el" href="classshark_1_1_qp_config.html#a32477b55142b80bd9f82f2a2e201f5b9">shark::QpConfig::sparsify()</a>, and <a class="el" href="classshark_1_1_kernel_expansion.html#a503aaebca6ce5e7d8a6f79e5e039bd9f">shark::KernelExpansion&lt; InputType &gt;::sparsify()</a>.</p>

<p class="reference">Referenced by <a class="el" href="_one_class_svm_8cpp.html#a3c04138a5bfe5d72780bb7e82a18e627">main()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#afee764d431c31a7cdf28306ab5c197f7">&#9670;&#160;</a></span>trainSVM()</h2>

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template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> , class CacheType  = float&gt; </div>
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template&lt;class <a class="el" href="_mc_svm_linear_8cpp.html#a88ab98d46276376a56c2a396842cd58e">MatrixType</a> &gt; </div>
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          <td class="memname">void <a class="el" href="classshark_1_1_one_class_svm_trainer.html">shark::OneClassSvmTrainer</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>, CacheType &gt;::trainSVM </td>
          <td>(</td>
          <td class="paramtype"><a class="el" href="classshark_1_1_kernel_expansion.html">KernelExpansion</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> &gt; &amp;&#160;</td>
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          <td class="paramtype"><a class="el" href="classshark_1_1_unlabeled_data.html">UnlabeledData</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> &gt; const &amp;&#160;</td>
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<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00166">166</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_kernel_expansion.html#a3c65dfd17f38eaa461f6400d302fae48">shark::KernelExpansion&lt; InputType &gt;::alpha()</a>, <a class="el" href="classshark_1_1_kernel_matrix.html#a834648ff97fe9d3269a8a821299026ee">shark::KernelMatrix&lt; InputType, CacheType &gt;::getAccessCount()</a>, <a class="el" href="classshark_1_1_qp_config.html#a073a19a266651c9a689f433b93ea4e3f">shark::QpConfig::m_accessCount</a>, <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a616102f49721e5f257875eb6d26e4fcc">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::m_kernel</a>, <a class="el" href="classshark_1_1_one_class_svm_trainer.html#accea5fb3db14bf84c92c81f6191c00ef">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::m_nu</a>, <a class="el" href="classshark_1_1_qp_config.html#ac7bd118550c2bfa50f9497182b4b086d">shark::QpConfig::m_shrinking</a>, <a class="el" href="classshark_1_1_kernel_expansion.html#a1c89cb50933ee211d67af90e6366e0ee">shark::KernelExpansion&lt; InputType &gt;::offset()</a>, <a class="el" href="classshark_1_1_qp_config.html#a0ea8552b2732cbfe664b7d0706c46d80">shark::QpConfig::solutionProperties()</a>, <a class="el" href="classshark_1_1_qp_solver.html#aef891551dc0bc92ab4571cb7d479706f">shark::QpSolver&lt; Problem, SelectionStrategy &gt;::solve()</a>, and <a class="el" href="classshark_1_1_qp_config.html#a66fa342063f4fb0c8686a821dd14370e">shark::QpConfig::stoppingCondition()</a>.</p>

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<h2 class="groupheader">Member Data Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#a850191fb0efea7bb2af4fdc3a06e70a4">&#9670;&#160;</a></span>m_cacheSize</h2>

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template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> , class CacheType  = float&gt; </div>
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          <td class="memname">std::size_t <a class="el" href="classshark_1_1_one_class_svm_trainer.html">shark::OneClassSvmTrainer</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>, CacheType &gt;::m_cacheSize</td>
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<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00163">163</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>

<p class="reference">Referenced by <a class="el" href="classshark_1_1_one_class_svm_trainer.html#aba568782c774e6460d3fc160b01fd94b">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::CacheSize()</a>, and <a class="el" href="classshark_1_1_one_class_svm_trainer.html#aee6fb33a69ff5c13c68639c7ed8d2da0">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::setCacheSize()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a616102f49721e5f257875eb6d26e4fcc">&#9670;&#160;</a></span>m_kernel</h2>

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template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> , class CacheType  = float&gt; </div>
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          <td class="memname"><a class="el" href="classshark_1_1_one_class_svm_trainer.html#a35e68466fd7701b7a9ee878b2b99df67">KernelType</a>* <a class="el" href="classshark_1_1_one_class_svm_trainer.html">shark::OneClassSvmTrainer</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>, CacheType &gt;::m_kernel</td>
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<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00161">161</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>

<p class="reference">Referenced by <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a625e877399147d4cfe308bc6914deaf9">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::kernel()</a>, <a class="el" href="classshark_1_1_one_class_svm_trainer.html#ad832b94b6e75c4f2f9c66d6c93f7ef83">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::kernel()</a>, <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a99bd3b0a42544b45e9ffd2efb353a4cd">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::numberOfParameters()</a>, <a class="el" href="classshark_1_1_one_class_svm_trainer.html#af0e0e80c71cf974970ecc742b47a2452">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::parameterVector()</a>, <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a5686f3f4d8b7abee842c94ec77d66584">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::setKernel()</a>, <a class="el" href="classshark_1_1_one_class_svm_trainer.html#aaba8c4daa144b68c57403b50642241c4">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::setParameterVector()</a>, <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a89a952d06b2f313359fdde6ba59606e6">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::train()</a>, and <a class="el" href="classshark_1_1_one_class_svm_trainer.html#afee764d431c31a7cdf28306ab5c197f7">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::trainSVM()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#accea5fb3db14bf84c92c81f6191c00ef">&#9670;&#160;</a></span>m_nu</h2>

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template&lt;class <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a> , class CacheType  = float&gt; </div>
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          <td class="memname">double <a class="el" href="classshark_1_1_one_class_svm_trainer.html">shark::OneClassSvmTrainer</a>&lt; <a class="el" href="classshark_1_1_abstract_unsupervised_trainer.html#a9c951f84222a7bc22185b6e7b11357dd">InputType</a>, CacheType &gt;::m_nu</td>
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<span class="mlabels"><span class="mlabel">protected</span></span>  </td>
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<p class="definition">Definition at line <a class="el" href="_one_class_svm_trainer_8h_source.html#l00162">162</a> of file <a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a>.</p>

<p class="reference">Referenced by <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a0e08094473a5280df27a825ee9b72962">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::nu()</a>, <a class="el" href="classshark_1_1_one_class_svm_trainer.html#af0e0e80c71cf974970ecc742b47a2452">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::parameterVector()</a>, <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a0537206fb1c3074e39ebd0838fb5c293">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::setNu()</a>, <a class="el" href="classshark_1_1_one_class_svm_trainer.html#a89a952d06b2f313359fdde6ba59606e6">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::train()</a>, and <a class="el" href="classshark_1_1_one_class_svm_trainer.html#afee764d431c31a7cdf28306ab5c197f7">shark::OneClassSvmTrainer&lt; InputType, CacheType &gt;::trainSVM()</a>.</p>

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<hr/>The documentation for this class was generated from the following file:<ul>
<li>include/shark/Algorithms/Trainers/<a class="el" href="_one_class_svm_trainer_8h_source.html">OneClassSvmTrainer.h</a></li>
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